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Upload with huggingface_hub

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Files changed (2) hide show
  1. README.md +1 -2
  2. run.py +38 -0
README.md CHANGED
@@ -6,7 +6,6 @@ colorFrom: indigo
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  colorTo: indigo
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  sdk: gradio
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  sdk_version: 3.4.1
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-
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- app_file: app.py
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  pinned: false
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  ---
 
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  colorTo: indigo
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  sdk: gradio
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  sdk_version: 3.4.1
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+ app_file: run.py
 
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  pinned: false
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  ---
run.py ADDED
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+ import gradio as gr
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+ from PIL import Image
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+ import torch
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+
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+ model2 = torch.hub.load(
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+ "AK391/animegan2-pytorch:main",
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+ "generator",
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+ pretrained=True,
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+ progress=False
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+ )
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+ model1 = torch.hub.load("AK391/animegan2-pytorch:main", "generator", pretrained="face_paint_512_v1")
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+ face2paint = torch.hub.load(
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+ 'AK391/animegan2-pytorch:main', 'face2paint',
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+ size=512,side_by_side=False
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+ )
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+
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+ def inference(img, ver):
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+ if ver == 'version 2 (πŸ”Ί robustness,πŸ”» stylization)':
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+ out = face2paint(model2, img)
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+ else:
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+ out = face2paint(model1, img)
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+ return out
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+
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+ title = "AnimeGANv2"
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+ description = "Gradio Demo for AnimeGanv2 Face Portrait. To use it, simply upload your image, or click one of the examples to load them. Read more at the links below. Please use a cropped portrait picture for best results similar to the examples below."
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+ article = "<p style='text-align: center'><a href='https://github.com/bryandlee/animegan2-pytorch' target='_blank'>Github Repo Pytorch</a></p> <center><img src='https://visitor-badge.glitch.me/badge?page_id=akhaliq_animegan' alt='visitor badge'></center></p>"
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+ examples=[['groot.jpeg','version 2 (πŸ”Ί robustness,πŸ”» stylization)'],['gongyoo.jpeg','version 1 (πŸ”Ί stylization, πŸ”» robustness)']]
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+
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+ demo = gr.Interface(
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+ fn=inference,
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+ inputs=[gr.inputs.Image(type="pil"),gr.inputs.Radio(['version 1 (πŸ”Ί stylization, πŸ”» robustness)','version 2 (πŸ”Ί robustness,πŸ”» stylization)'], type="value", default='version 2 (πŸ”Ί robustness,πŸ”» stylization)', label='version')],
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+ outputs=gr.outputs.Image(type="pil"),
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+ title=title,
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+ description=description,
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+ article=article,
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+ examples=examples)
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+
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+ demo.launch()